Evidence map›Paper›PMID 42005383›Full record

ArticlePatterns (New York, N.Y.)2026

Organizing across disciplines to tackle shared computational challenges.

Wojtek Treyde, Aleksy Kwiatkowski, Jascha Achterberg, Danyal Akarca, Martin Buttenschoen, Rory T Byrne, Kieran Didi, Kristina Kordova, Jakub Lála, Jonathon Langford and 6 more

Abstract readNews
In one paragraph

Article in Patterns (New York, N.Y.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Wojtek TreydeThe CompMotifs Initiative.
Aleksy KwiatkowskiThe CompMotifs Initiative.
Jascha AchterbergThe CompMotifs Initiative.
Danyal AkarcaThe CompMotifs Initiative.
Martin ButtenschoenThe CompMotifs Initiative.
Rory T ByrneThe CompMotifs Initiative.
Kieran DidiThe CompMotifs Initiative.
Kristina KordovaThe CompMotifs Initiative.
Jakub LálaThe CompMotifs Initiative.
Jonathon LangfordThe CompMotifs Initiative.
Austin M MrozThe CompMotifs Initiative.
Puria RadmardThe CompMotifs Initiative.
Filip T SzczypińskiThe CompMotifs Initiative.
Eva SevensterThe CompMotifs Initiative.
Inga Van den BosscheThe CompMotifs Initiative.
Michał WójcikThe CompMotifs Initiative.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Science through Computation Initiative unites sixteen early-career computational scientists spanning physics, biology, chemistry, and neuroscience. Over nine months of workshops and hackathons, they agreed on "computational motifs," fundamental challenges that recur across their scientific disciplines, built prototype tools tackling them, and distilled actionable recommendations for the wider research community.

Identifiers

PMID42005383
PMCPMC13083718

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.